{
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   "cell_type": "markdown",
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   "source": [
    "##  Multi-Contact dynamics for biped walking (Talos legs)\n",
    "In this example, we describe the multi-contact dynamics through holonomic constraints for the support legs. From the Gauss principle, we have derived the model as:\n",
    "$$\n",
    "\\left[\\begin{matrix}\n",
    " \\mathbf{M} & \\mathbf{J}^{\\top}_c \\\\\n",
    " {\\mathbf{J}_{c}} & \\mathbf{0} \\\\\n",
    "\\end{matrix}\\right]\n",
    "\\left[\\begin{matrix}\n",
    " \\dot{\\mathbf{v}} \\\\ -\\boldsymbol{\\lambda}\n",
    "\\end{matrix}\\right]\n",
    " = \n",
    "\\left[\\begin{matrix}\n",
    "  \\boldsymbol{\\tau} - \\mathbf{h} \\\\\n",
    "  -\\dot{\\mathbf{J}}_c \\mathbf{v} \\\\\n",
    "\\end{matrix}\\right]$$.\n",
    "\n",
    "\n",
    "Base on a predefined walking gait, we build per each phase a specific multi-contact dynamics. Indeed we need to describe multi-phase optimal control problem. One can formulate the multi-contact optimal control problem (MCOP) as follows:\n",
    "\n",
    "\n",
    "$$\\mathbf{X}^*,\\mathbf{U}^*=\n",
    "\\begin{Bmatrix} \\mathbf{x}^*_0,\\cdots,\\mathbf{x}^*_N \\\\\n",
    "\t\t\t\t  \\mathbf{u}^*_0,\\cdots,\\mathbf{u}^*_N\n",
    "\\end{Bmatrix} =\n",
    "\\arg\\min_{\\mathbf{X},\\mathbf{U}} \\sum_{p=0}^P \\sum_{k=1}^{N(p)} \\int_{t_k}^{t_k+\\Delta t} l_p(\\mathbf{x},\\mathbf{u})dt$$\n",
    "subject to\n",
    "$$ \\mathbf{\\dot{x}} = \\mathbf{f}_p(\\mathbf{x},\\mathbf{u}), \\text{for } t \\in [\\tau_p,\\tau_{p+1}]$$\n",
    "\n",
    "$$ \\mathbf{g}(\\mathbf{v}^{p+1},\\mathbf{v}^p) = \\mathbf{0}$$\n",
    "\n",
    "$$ \\mathbf{x}\\in\\mathcal{X}_p, \\mathbf{u}\\in\\mathcal{U}_p, \\boldsymbol{\\lambda}\\in\\mathcal{K}_p.$$\n",
    "\n",
    "where $\\mathbf{g}(\\cdot,\\cdot,\\cdot)$ describes the contact dynamics, and they represents terminal constraints in each walking phase. In this example we use the following impact model:\n",
    "\n",
    "$$\\mathbf{M}(\\mathbf{v}_{next}-\\mathbf{v}) = \\mathbf{J}_{impulse}^T$$\n",
    "\n",
    "$$\\mathbf{J}_{impulse} \\mathbf{v}_{next} = \\mathbf{0}$$\n",
    "\n",
    "$$\\mathbf{J}_{c} \\mathbf{v}_{next} = \\mathbf{J}_{c} \\mathbf{v}$$"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`SimpleBipedGaitProblem` class builds action models for each locomotion phase:\n",
    "  - `createSwingFootModel`: defines an action model for the swing phase\n",
    "  - `createFootSwitchModel`: defines an action model for switch knots between phases\n",
    "  \n",
    "Then we build a walking by combining a set of contact phases and their contact switches. This is defined by `createFootstepModel`\n",
    "\n",
    "Now let's create a walking OC problem for the Talos legs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You can open the visualizer by visiting the following URL:\n",
      "http://127.0.0.1:7001/static/\n"
     ]
    }
   ],
   "source": [
    "import crocoddyl\n",
    "import pinocchio\n",
    "import numpy as np\n",
    "import example_robot_data\n",
    "from crocoddyl.utils.biped import SimpleBipedGaitProblem\n",
    "\n",
    "# Creating the lower-body part of Talos\n",
    "talos_legs = example_robot_data.load(\"talos_legs\")\n",
    "\n",
    "# Setting up the 3d walking problem\n",
    "rightFoot = \"right_sole_link\"\n",
    "leftFoot = \"left_sole_link\"\n",
    "gait = SimpleBipedGaitProblem(talos_legs.model, rightFoot, leftFoot)\n",
    "\n",
    "\n",
    "# Create the initial state\n",
    "q0 = talos_legs.q0.copy()\n",
    "v0 = pinocchio.utils.zero(talos_legs.model.nv)\n",
    "x0 = np.concatenate([q0, v0])\n",
    "\n",
    "\n",
    "# Creating the walking problem\n",
    "stepLength = 0.6  # meters\n",
    "stepHeight = 0.1  # meters\n",
    "timeStep = 0.0375  # seconds\n",
    "stepKnots = 20\n",
    "supportKnots = 10\n",
    "problem = gait.createWalkingProblem(\n",
    "    x0, stepLength, stepHeight, timeStep, stepKnots, supportKnots\n",
    ")\n",
    "\n",
    "\n",
    "# Solving the 3d walking problem using Feasibility-prone DDP\n",
    "ddp = crocoddyl.SolverFDDP(problem)\n",
    "\n",
    "# Using the meshcat displayer, you could enable gepetto viewer for nicer view\n",
    "# display = crocoddyl.GepettoDisplay(talos_legs, 4, 4)\n",
    "display = crocoddyl.MeshcatDisplay(talos_legs, 4, 4, False)\n",
    "ddp.setCallbacks(\n",
    "    [\n",
    "        crocoddyl.CallbackLogger(),\n",
    "        crocoddyl.CallbackVerbose(),\n",
    "        crocoddyl.CallbackDisplay(display),\n",
    "    ]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "            <div style=\"height: 400px; width: 100%; overflow-x: auto; overflow-y: hidden; resize: both\">\n",
       "            <iframe src=\"http://127.0.0.1:7001/static/\" style=\"width: 100%; height: 100%; border: none\"></iframe>\n",
       "            </div>\n",
       "            "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Emdebbed meshcat in this cell\n",
    "display.robot.viewer.jupyter_cell()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "iter    cost       merit      stop       grad       preg       dreg      step   ||ffeas||  ||gfeas||  ||hfeas||   dV-exp       dV      dPhi-exp     dPhi\n",
      "   0  1.023e+07  0.000e+00  1.809e+07  3.630e+07  1.000e-01  1.000e-01  0.2500  2.359e+00  0.000e+00  0.000e+00  7.923e+06  7.873e+06  0.000e+00  0.000e+00\n",
      "   1  2.884e+06  0.000e+00  1.022e+07  2.050e+07  1.000e-01  1.000e-01  0.5000  1.769e+00  0.000e+00  0.000e+00  7.661e+06  7.350e+06  0.000e+00  0.000e+00\n",
      "   2  6.806e+05  0.000e+00  2.877e+06  5.642e+06  1.000e-01  1.000e-01  0.5000  8.846e-01  0.000e+00  0.000e+00  2.152e+06  2.203e+06  0.000e+00  0.000e+00\n",
      "   3  3.032e+04  0.000e+00  6.750e+05  1.327e+06  1.000e-02  1.000e-02  1.0000  4.423e-01  0.000e+00  0.000e+00  6.750e+05  6.503e+05  0.000e+00  0.000e+00\n",
      "   4  2.215e+04  0.000e+00  2.598e+04  5.196e+04  1.000e-03  1.000e-03  1.0000  0.000e+00  0.000e+00  0.000e+00  2.598e+04  8.166e+03  0.000e+00  0.000e+00\n",
      "   5  1.103e+04  0.000e+00  1.780e+04  3.560e+04  1.000e-03  1.000e-03  0.5000  0.000e+00  0.000e+00  0.000e+00  1.335e+04  1.112e+04  0.000e+00  0.000e+00\n",
      "   6  4.577e+03  0.000e+00  6.682e+03  1.336e+04  1.000e-04  1.000e-04  1.0000  0.000e+00  0.000e+00  0.000e+00  6.682e+03  6.454e+03  0.000e+00  0.000e+00\n",
      "   7  4.433e+03  0.000e+00  3.192e+02  6.385e+02  1.000e-04  1.000e-04  0.5000  0.000e+00  0.000e+00  0.000e+00  2.394e+02  1.435e+02  0.000e+00  0.000e+00\n",
      "   8  4.345e+03  0.000e+00  1.516e+02  3.032e+02  1.000e-04  1.000e-04  0.5000  0.000e+00  0.000e+00  0.000e+00  1.137e+02  8.847e+01  0.000e+00  0.000e+00\n",
      "   9  4.328e+03  0.000e+00  6.240e+01  1.248e+02  1.000e-04  1.000e-04  0.2500  0.000e+00  0.000e+00  0.000e+00  2.730e+01  1.706e+01  0.000e+00  0.000e+00\n",
      "iter    cost       merit      stop       grad       preg       dreg      step   ||ffeas||  ||gfeas||  ||hfeas||   dV-exp       dV      dPhi-exp     dPhi\n",
      "  10  4.283e+03  0.000e+00  4.429e+01  8.858e+01  1.000e-05  1.000e-05  1.0000  0.000e+00  0.000e+00  0.000e+00  4.429e+01  4.431e+01  0.000e+00  0.000e+00\n",
      "  11  4.283e+03  0.000e+00  2.599e+00  5.197e+00  1.000e-05  1.000e-05  0.1250  0.000e+00  0.000e+00  0.000e+00  6.091e-01  3.209e-01  0.000e+00  0.000e+00\n",
      "  12  4.281e+03  0.000e+00  1.497e+00  2.993e+00  1.000e-06  1.000e-06  1.0000  0.000e+00  0.000e+00  0.000e+00  1.497e+00  1.575e+00  0.000e+00  0.000e+00\n",
      "  13  4.281e+03  0.000e+00  1.478e+00  2.956e+00  1.000e-06  1.000e-06  0.0625  0.000e+00  0.000e+00  0.000e+00  1.790e-01  1.181e-01  0.000e+00  0.000e+00\n",
      "  14  4.281e+03  0.000e+00  2.405e-01  4.810e-01  1.000e-07  1.000e-07  1.0000  0.000e+00  0.000e+00  0.000e+00  2.405e-01  2.353e-01  0.000e+00  0.000e+00\n",
      "  15  4.281e+03  0.000e+00  3.866e-03  7.732e-03  1.000e-08  1.000e-08  1.0000  0.000e+00  0.000e+00  0.000e+00  3.866e-03  3.862e-03  0.000e+00  0.000e+00\n",
      "  16  4.281e+03  0.000e+00  6.923e-06  1.385e-05  1.000e-09  1.000e-09  1.0000  0.000e+00  0.000e+00  0.000e+00  6.923e-06  6.657e-06  0.000e+00  0.000e+00\n",
      "  17  4.281e+03  0.000e+00  2.305e-07  4.610e-07  1.000e-09  1.000e-09  1.0000  0.000e+00  0.000e+00  0.000e+00  2.305e-07  2.196e-07  0.000e+00  0.000e+00\n",
      "  18  4.281e+03  0.000e+00  1.070e-08  2.141e-08  1.000e-09  1.000e-09  1.0000  0.000e+00  0.000e+00  0.000e+00  1.070e-08  1.026e-08  0.000e+00  0.000e+00\n",
      "  19  4.281e+03  0.000e+00  6.509e-10  1.302e-09  1.000e-09  1.000e-09  1.0000  0.000e+00  0.000e+00  0.000e+00  6.509e-10  6.294e-10  0.000e+00  0.000e+00\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Solve the optimal control problem\n",
    "ddp.th_stop = 1e-9\n",
    "init_xs = [x0] * (problem.T + 1)\n",
    "init_us = []\n",
    "maxiter = 1000\n",
    "regInit = 0.1\n",
    "ddp.solve(init_xs, init_us, maxiter, False, regInit)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With the following commands we can plot \n",
    " - the state and control trajectories\n",
    " - the DDP performance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x800 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting the solution and the DDP convergence\n",
    "log = ddp.getCallbacks()[0]\n",
    "crocoddyl.plotOCSolution(log.xs, log.us)\n",
    "crocoddyl.plotConvergence(\n",
    "    log.costs, log.pregs, log.dregs, log.grads, log.stops, log.steps\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally we can visualize the solution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Visualization of the DDP solution in meshcat\n",
    "display.rate = -1\n",
    "display.freq = 1\n",
    "display.displayFromSolver(ddp)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## VI. Understanding the walking problem\n",
    "\n",
    "In this problem we pre-defined a 20 and 10 knots for the step and double support phases with $dt=$3.75e-2, repectively. \n",
    "\n",
    " 1. Could you tell us how much is the foot step and double support duration?\n",
    " 2. What happens when do we change $dt$ (e.g. 2e-2 secs)?\n",
    " 3. What happens when do we change the number of step knots (e.g. 10)?\n"
   ]
  }
 ],
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   "language": "python",
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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